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Items: 1 to 50 of 174

1.

Challenges and Opportunities in Secondary Analyses of Electronic Health Record Data.

Nair S, Hsu D, Celi LA.

Secondary Analysis of Electronic Health Records [Internet]. Cham (CH): Springer; 2016. Chapter 3.
2016 Sep 10.

2.

Erratum: Author Correction: The reproducibility crisis in the age of digital medicine.

Stupple A, Singerman D, Celi LA.

NPJ Digit Med. 2019 Mar 19;2:19. doi: 10.1038/s41746-019-0098-9. eCollection 2019.

3.

The reproducibility crisis in the age of digital medicine.

Stupple A, Singerman D, Celi LA.

NPJ Digit Med. 2019 Jan 29;2:2. doi: 10.1038/s41746-019-0079-z. eCollection 2019. Review. No abstract available. Erratum in: NPJ Digit Med. 2019 Mar 19;2:19.

4.

Critical Care, Critical Data.

Cosgriff CV, Celi LA, Stone DJ.

Biomed Eng Comput Biol. 2019 Jun 12;10:1179597219856564. doi: 10.1177/1179597219856564. eCollection 2019. Review.

5.

Association of hypokalemia with an increased risk for medically treated arrhythmias.

Phillips CT, Wang J, Celi LA, Zhang Z, Feng M.

PLoS One. 2019 Jun 17;14(6):e0217432. doi: 10.1371/journal.pone.0217432. eCollection 2019.

6.

The authors reply.

Bulgarelli L, Deliberato RO, Stone DJ, Celi LA, Johnson AEW.

Crit Care Med. 2019 Jul;47(7):e612. doi: 10.1097/CCM.0000000000003786. No abstract available.

PMID:
31205091
7.

Fever of un-Swiss origin.

Lebowitz D, Celi L, Tshikung ON, Starobinski M, Chappuis F, Serratrice J.

Presse Med. 2019 Jun;48(6):740-744. doi: 10.1016/j.lpm.2019.05.007. Epub 2019 May 24. No abstract available.

PMID:
31130333
8.

Intensive Care Unit Telemedicine in the Era of Big Data, Artificial Intelligence, and Computer Clinical Decision Support Systems.

Kindle RD, Badawi O, Celi LA, Sturland S.

Crit Care Clin. 2019 Jul;35(3):483-495. doi: 10.1016/j.ccc.2019.02.005. Epub 2019 Apr 6. Review.

PMID:
31076048
9.

Counterintuitive results from observational data: a case study and discussion.

Doty E, Stone DJ, McCague N, Celi LA.

BMJ Open. 2019 May 5;9(5):e026447. doi: 10.1136/bmjopen-2018-026447.

10.

The association between autoimmune disease and 30-day mortality among sepsis ICU patients: a cohort study.

Sheth M, Benedum CM, Celi LA, Mark RG, Markuzon N.

Crit Care. 2019 Mar 18;23(1):93. doi: 10.1186/s13054-019-2357-1.

11.

Lower 90-day Hospital Readmission Rates for Esophageal Variceal Bleeding After TIPS: A Nationwide Linked Analysis.

Rush B, Deol N, Teriyaki A, Sey M, Jairath V, Walley KR, Celi LA, Brahmania M.

J Clin Gastroenterol. 2019 Feb 27. doi: 10.1097/MCG.0000000000001199. [Epub ahead of print]

PMID:
30829905
12.

Outcomes of in-hospital cardiopulmonary resuscitation for patients with end-stage liver disease.

Ufere NN, Brahmania M, Sey M, Teriaky A, El-Jawahri A, Walley KR, Celi LA, Chung RT, Rush B.

Liver Int. 2019 Jul;39(7):1256-1262. doi: 10.1111/liv.14079. Epub 2019 Mar 26.

PMID:
30809903
13.

Withholding or withdrawing invasive interventions may not accelerate time to death among dying ICU patients.

Ramazzotti D, Clardy P, Celi LA, Stone DJ, Rudin RS.

PLoS One. 2019 Feb 14;14(2):e0212439. doi: 10.1371/journal.pone.0212439. eCollection 2019.

14.

Palliative medicine and hospital readmissions in end-stage liver disease.

Rush B, Fruhstofer C, Walley KR, Celi LA, Brahmania M.

BMJ Support Palliat Care. 2019 Feb 13. pii: bmjspcare-2018-001635. doi: 10.1136/bmjspcare-2018-001635. [Epub ahead of print]

PMID:
30760459
15.

Assessment of Intensive Care Unit Laboratory Values That Differ From Reference Ranges and Association With Patient Mortality and Length of Stay.

Tyler PD, Du H, Feng M, Bai R, Xu Z, Horowitz GL, Stone DJ, Celi LA.

JAMA Netw Open. 2018 Nov 2;1(7):e184521. doi: 10.1001/jamanetworkopen.2018.4521.

16.

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data.

Celi LA, Citi L, Ghassemi M, Pollard TJ.

PLoS One. 2019 Jan 15;14(1):e0210232. doi: 10.1371/journal.pone.0210232. eCollection 2019.

17.

Guidelines for reinforcement learning in healthcare.

Gottesman O, Johansson F, Komorowski M, Faisal A, Sontag D, Doshi-Velez F, Celi LA.

Nat Med. 2019 Jan;25(1):16-18. doi: 10.1038/s41591-018-0310-5. No abstract available.

18.

Authors' Response to the Intensive Care Unit Discharge Delay and In-Hospital Mortality.

Bose S, Johnson AEW, Moskowitz A, Celi LA, Raffa JD.

J Intensive Care Med. 2018 Dec 11:885066618816686. doi: 10.1177/0885066618816686. [Epub ahead of print] No abstract available.

PMID:
30526218
19.

Feature selection and prediction of treatment failure in tuberculosis.

Sauer CM, Sasson D, Paik KE, McCague N, Celi LA, Sánchez Fernández I, Illigens BMW.

PLoS One. 2018 Nov 20;13(11):e0207491. doi: 10.1371/journal.pone.0207491. eCollection 2018.

20.

Applying machine learning to continuously monitored physiological data.

Rush B, Celi LA, Stone DJ.

J Clin Monit Comput. 2018 Nov 11. doi: 10.1007/s10877-018-0219-z. [Epub ahead of print] Review.

PMID:
30417258
21.

Post-extrasystolic characteristics in the arterial blood pressure waveform are associated with right ventricular dysfunction in intensive care patients.

Vistisen ST, Moody B, Celi LA, Chen C.

J Clin Monit Comput. 2019 Aug;33(4):565-571. doi: 10.1007/s10877-018-0216-2. Epub 2018 Nov 8.

PMID:
30411186
22.

An Evaluation of the Influence of Body Mass Index on Severity Scoring.

Deliberato RO, Serpa Neto A, Komorowski M, Stone DJ, Ko SQ, Bulgarelli L, Rodrigues Ponzoni C, de Freitas Chaves RC, Celi LA, Johnson AEW.

Crit Care Med. 2019 Feb;47(2):247-253. doi: 10.1097/CCM.0000000000003528.

PMID:
30395555
23.

The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.

Komorowski M, Celi LA, Badawi O, Gordon AC, Faisal AA.

Nat Med. 2018 Nov;24(11):1716-1720. doi: 10.1038/s41591-018-0213-5. Epub 2018 Oct 22.

24.

Improved Survival of Cancer Patients Admitted to the Intensive Care Unit between 2002 and 2011 at a U.S. Teaching Hospital.

Sauer CM, Dong J, Celi LA, Ramazzotti D.

Cancer Res Treat. 2019 Jul;51(3):973-981. doi: 10.4143/crt.2018.360. Epub 2018 Oct 10.

25.

The Impact of Chronic Ozone and Particulate Air Pollution on Mortality in Patients With Sepsis Across the United States.

Rush B, Wiskar K, Fruhstorfer C, Celi LA, Walley KR.

J Intensive Care Med. 2018 Oct 7:885066618804497. doi: 10.1177/0885066618804497. [Epub ahead of print]

PMID:
30295138
26.

Mechanical power of ventilation is associated with mortality in critically ill patients: an analysis of patients in two observational cohorts.

Serpa Neto A, Deliberato RO, Johnson AEW, Bos LD, Amorim P, Pereira SM, Cazati DC, Cordioli RL, Correa TD, Pollard TJ, Schettino GPP, Timenetsky KT, Celi LA, Pelosi P, Gama de Abreu M, Schultz MJ; PROVE Network Investigators.

Intensive Care Med. 2018 Nov;44(11):1914-1922. doi: 10.1007/s00134-018-5375-6. Epub 2018 Oct 5.

PMID:
30291378
27.

Impact of Intensive Care Unit Discharge Delays on Patient Outcomes: A Retrospective Cohort Study.

Bose S, Johnson AEW, Moskowitz A, Celi LA, Raffa JD.

J Intensive Care Med. 2018 Oct 1:885066618800276. doi: 10.1177/0885066618800276. [Epub ahead of print]

PMID:
30270722
28.

A machine learning-based model for 1-year mortality prediction in patients admitted to an Intensive Care Unit with a diagnosis of sepsis.

García-Gallo JE, Fonseca-Ruiz NJ, Celi LA, Duitama-Muñoz JF.

Med Intensiva. 2018 Sep 20. pii: S0210-5691(18)30245-6. doi: 10.1016/j.medin.2018.07.016. [Epub ahead of print] English, Spanish.

PMID:
30245121
29.

The authors reply.

Stretch R, Della Penna N, Celi LA, Landon BE.

Crit Care Med. 2018 Oct;46(10):e1020-e1021. doi: 10.1097/CCM.0000000000003317. No abstract available.

PMID:
30216330
30.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research.

Pollard TJ, Johnson AEW, Raffa JD, Celi LA, Mark RG, Badawi O.

Sci Data. 2018 Sep 11;5:180178. doi: 10.1038/sdata.2018.178.

31.

Vasopressin Administration Is Associated With Rising Serum Lactate Levels in Patients With Sepsis.

Severson KA, Ritter-Cox L, Raffa JD, Celi LA, Gordon WJ.

J Intensive Care Med. 2018 Aug 21:885066618794925. doi: 10.1177/0885066618794925. [Epub ahead of print]

PMID:
30130997
32.

A hackathon promoting Taiwanese health-IoT innovation.

Iqbal U, Dagan A, Syed-Abdul S, Celi LA, Malwade S, Hsu MH, Li YJ.

Comput Methods Programs Biomed. 2018 Sep;163:29-32. doi: 10.1016/j.cmpb.2018.05.020. Epub 2018 May 18. No abstract available.

PMID:
30119854
33.

The authors reply.

Tyler PD, Rush B, Celi LA.

Crit Care Med. 2018 Sep;46(9):e963-e964. doi: 10.1097/CCM.0000000000003243. No abstract available.

PMID:
30113385
34.

Big data and machine learning in critical care: Opportunities for collaborative research.

Organizing Committee of the Madrid 2017 Critical Care Datathon, Núñez Reiz A, Martínez Sagasti F, Álvarez González M, Blesa Malpica A, Martín Benítez JC, Nieto Cabrera M, Del Pino Ramírez Á, Gil Perdomo JM, Prada Alonso J, Celi LA, Armengol de la Hoz MÁ, Deliberato R, Paik K, Pollard T, Raffa J, Torres F, Mayol J, Chafer J, González Ferrer A, Rey Á, González Luengo H, Fico G, Lombroni I, Hernandez L, López L, Merino B, Cabrera MF, Arredondo MT, Bodí M, Gómez J, Rodríguez A, Sánchez García M.

Med Intensiva. 2019 Jan - Feb;43(1):52-57. doi: 10.1016/j.medin.2018.06.002. Epub 2018 Aug 2. English, Spanish.

35.

Boosting Clinical Decision-making: Machine Learning for Intensive Care Unit Discharge.

Cosgriff CV, Celi LA, Sauer CM.

Ann Am Thorac Soc. 2018 Jul;15(7):804-805. doi: 10.1513/AnnalsATS.201803-205ED. No abstract available.

PMID:
29957040
36.

The challenge of local consent requirements for global critical care databases.

McLennan S, Shaw D, Celi LA.

Intensive Care Med. 2019 Feb;45(2):246-248. doi: 10.1007/s00134-018-5257-y. Epub 2018 Jun 19. No abstract available.

PMID:
29922844
37.

The authors reply.

Tyler PD, Rush B, Celi LA.

Crit Care Med. 2018 Jul;46(7):e730-e731. doi: 10.1097/CCM.0000000000003178. No abstract available.

38.

Transthoracic echocardiography and mortality in sepsis: analysis of the MIMIC-III database.

Feng M, McSparron JI, Kien DT, Stone DJ, Roberts DH, Schwartzstein RM, Vieillard-Baron A, Celi LA.

Intensive Care Med. 2018 Jun;44(6):884-892. doi: 10.1007/s00134-018-5208-7. Epub 2018 May 28.

PMID:
29806057
39.

One-year mortality after recovery from critical illness: A retrospective cohort study.

Lokhandwala S, McCague N, Chahin A, Escobar B, Feng M, Ghassemi MM, Stone DJ, Celi LA.

PLoS One. 2018 May 11;13(5):e0197226. doi: 10.1371/journal.pone.0197226. eCollection 2018.

40.

First Brazilian datathon in critical care.

Serpa Neto A, Kugener G, Bulgarelli L, Rabello Filho R, Hoz MÁA, Johnson AE, Paik KE, Torres F, Xie C, Amaro Júnior E, Ferraz LJR, Celi LA, Deliberato RO.

Rev Bras Ter Intensiva. 2018 Mar;30(1):6-8. doi: 10.5935/0103-507x.20180006. English, Portuguese. No abstract available.

41.

Foreword.

Celi LA, Deliberato R, Vieira S.

Int J Med Inform. 2018 May;113:96-97. doi: 10.1016/j.ijmedinf.2018.02.015. Epub 2018 Feb 23. No abstract available.

PMID:
29602439
42.

Behind the scenes: A medical natural language processing project.

Wu JT, Dernoncourt F, Gehrmann S, Tyler PD, Moseley ET, Carlson ET, Grant DW, Li Y, Welt J, Celi LA.

Int J Med Inform. 2018 Apr;112:68-73. doi: 10.1016/j.ijmedinf.2017.12.003. Epub 2017 Dec 9.

PMID:
29500024
43.

Assessing team effectiveness and affective learning in a datathon.

Piza FMT, Celi LA, Deliberato RO, Bulgarelli L, de Carvalho FRT, Filho RR, de La Hoz MAA, Kesselheim JC.

Int J Med Inform. 2018 Apr;112:40-44. doi: 10.1016/j.ijmedinf.2018.01.005. Epub 2018 Jan 11.

PMID:
29500020
44.

Hacking Hackathons: Preparing the next generation for the multidisciplinary world of healthcare technology.

Lyndon MP, Cassidy MP, Celi LA, Hendrik L, Kim YJ, Gomez N, Baum N, Bulgarelli L, Paik KE, Dagan A.

Int J Med Inform. 2018 Apr;112:1-5. doi: 10.1016/j.ijmedinf.2017.12.020. Epub 2018 Jan 3.

PMID:
29500006
45.

Potential Adverse Effects of Broad-Spectrum Antimicrobial Exposure in the Intensive Care Unit.

Wiens J, Snyder GM, Finlayson S, Mahoney MV, Celi LA.

Open Forum Infect Dis. 2017 Dec 19;5(2):ofx270. doi: 10.1093/ofid/ofx270. eCollection 2018 Feb.

46.

Comparing deep learning and concept extraction based methods for patient phenotyping from clinical narratives.

Gehrmann S, Dernoncourt F, Li Y, Carlson ET, Wu JT, Welt J, Foote J Jr, Moseley ET, Grant DW, Tyler PD, Celi LA.

PLoS One. 2018 Feb 15;13(2):e0192360. doi: 10.1371/journal.pone.0192360. eCollection 2018.

47.

From Big Data to Artificial Intelligence: Harnessing Data Routinely Collected in the Process of Care.

Rush B, Stone DJ, Celi LA.

Crit Care Med. 2018 Feb;46(2):345-346. doi: 10.1097/CCM.0000000000002892. No abstract available.

48.

A Comparative Analysis of Sepsis Identification Methods in an Electronic Database.

Johnson AEW, Aboab J, Raffa JD, Pollard TJ, Deliberato RO, Celi LA, Stone DJ.

Crit Care Med. 2018 Apr;46(4):494-499. doi: 10.1097/CCM.0000000000002965.

49.

Right Ventricular Function, Peripheral Edema, and Acute Kidney Injury in Critical Illness.

Chen C, Lee J, Johnson AE, Mark RG, Celi LA, Danziger J.

Kidney Int Rep. 2017 Jun 10;2(6):1059-1065. doi: 10.1016/j.ekir.2017.05.017. eCollection 2017 Nov.

50.

Effect of Boarding on Mortality in ICUs.

Stretch R, Della Penna N, Celi LA, Landon BE.

Crit Care Med. 2018 Apr;46(4):525-531. doi: 10.1097/CCM.0000000000002905.

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